Will AI replace your job? See where your profession stands.

342 occupations, each measured against real AI-usage data from Microsoft Research and Anthropic, mapped to the official Statistics Canada NOC 2021 classification and the ESDC COPS 2024–2033 outlook. Find yours, see what is actually changing, and decide what to do about it.

Every figure is labelled measured or modelled, and occupations without source data say so rather than showing a number we invented. Full method and sources · How to read your row, and what it cannot tell you

Find your occupation below. Then map your own skills against it and plan the pathway you want.

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Domain:
Occupational Concordance (342 mapped, showing 30)Click card to reveal deep metrics & pivots

Hazardous materials removal workers

SOC 47-4041Canada NOC 75110
Trades & HealthcareTEER 5 (Short-Term Demonstration)
Where it sits
Insulated
1
AI exposure
Safe

Home health and personal care aides

SOC 31-1120Canada NOC 33102
Trades & Healthcare
Where it sits
Insulated
0
AI exposure
Safe

Massage therapists

SOC 31-9011Canada NOC 32201
Trades & HealthcareTEER 2 (College / Apprenticeship 2+ yrs)
Where it sits
Insulated
1
AI exposure
Safe

Water and wastewater treatment plant and system operators

SOC 51-8031Canada NOC 92101
Trades & HealthcareTEER 2 (College / Apprenticeship 2+ yrs)
Where it sits
Insulated
0
AI exposure
Safe

Construction equipment operators

SOC 47-2070Canada NOC 73400
Trades & HealthcareTEER 3 (College / Apprenticeship <2 yrs)
Where it sits
Insulated
3
AI exposure
Safe

Fishing and hunting workers

SOC 45-3031Canada NOC 83120
Trades & Healthcare
Where it sits
Insulated
2
AI exposure
Safe

Licensed practical and licensed vocational nurses

SOC 29-2061Canada NOC 32101
Trades & HealthcareTEER 2 (College / Apprenticeship 2+ yrs)
Where it sits
Insulated
3
AI exposure
Safe

Manicurists and pedicurists

SOC 39-5092Canada NOC 63211
Trades & HealthcareTEER 3 (College / Apprenticeship <2 yrs)
Where it sits
Insulated
3
AI exposure
Safe

Nursing assistants and orderlies

SOC 31-1131Canada NOC 33102
Trades & HealthcareTEER 3 (College / Apprenticeship <2 yrs)
Where it sits
Insulated
2
AI exposure
Safe

Phlebotomists

SOC 31-9097Canada NOC 31303
Trades & Healthcare
Where it sits
Insulated
1
AI exposure
Safe

Surgical assistants and technologists

SOC 29-2055Canada NOC 33103
Trades & Healthcare
Where it sits
Insulated
2
AI exposure
Safe

Boilermakers

SOC 47-2011Canada NOC 72103
Trades & HealthcareTEER 2 (College / Apprenticeship 2+ yrs)
Where it sits
Insulated
4
AI exposure
Safe

Dental and ophthalmic laboratory technicians and medical appliance technicians

SOC 51-9080Canada NOC 32112
Trades & Healthcare
Where it sits
Insulated
5
AI exposure
Safe

Drywall installers, ceiling tile installers, and tapers

SOC 47-2080Canada NOC 73102
Trades & HealthcareTEER 3 (College / Apprenticeship <2 yrs)
Where it sits
Insulated
5
AI exposure
Safe

Flooring installers and tile and stone setters

SOC 47-2040Canada NOC 73200
Trades & Healthcare
Where it sits
Insulated
4
AI exposure
Safe

Logging workers

SOC 45-4020Canada NOC 83110
Trades & Healthcare
Where it sits
Insulated
5
AI exposure
Safe

Masonry workers

SOC 47-2050Canada NOC 73100
Trades & Healthcare
Where it sits
Insulated
4
AI exposure
Safe

Orthotists and prosthetists

SOC 29-2091Canada NOC 32129
Trades & Healthcare
Where it sits
Insulated
6
AI exposure
Safe

Physical therapist assistants and aides

SOC 31-2020Canada NOC 32109
Trades & Healthcare
Where it sits
Insulated
3
AI exposure
Safe

Glaziers

SOC 47-2121Canada NOC 73111
Trades & HealthcareTEER 3 (College / Apprenticeship <2 yrs)
Where it sits
Insulated
6
AI exposure
Safe

Grounds maintenance workers

SOC 37-3000Canada NOC 74204
Trades & Healthcare
Where it sits
Insulated
6
AI exposure
Safe

Hand laborers and material movers

SOC 53-7062Canada NOC 75101
Management & Ops
Where it sits
Insulated
7
AI exposure
Safe

Ironworkers

SOC 47-2171Canada NOC 72105
Trades & HealthcareTEER 2 (College / Apprenticeship 2+ yrs)
Where it sits
Insulated
7
AI exposure
Safe

Physician assistants

SOC 29-1071Canada NOC 31303
Trades & HealthcareTEER 1 (University Degree)
Where it sits
Insulated
6
AI exposure
Safe

Respiratory therapists

SOC 29-1126Canada NOC 32103
Trades & HealthcareTEER 2 (College / Apprenticeship 2+ yrs)
Where it sits
Insulated
7
AI exposure
Safe

Water transportation workers

SOC 53-5000Canada NOC 72602
Management & Ops
Where it sits
Insulated
8
AI exposure
Safe

Aircraft and avionics equipment mechanics and technicians

SOC 49-3011Canada NOC 72404
Trades & HealthcareTEER 2 (College / Apprenticeship 2+ yrs)
Where it sits
Insulated
10
AI exposure
Safe

Carpenters

SOC 47-2031Canada NOC 72310
Trades & HealthcareTEER 2 (College / Apprenticeship 2+ yrs)
Where it sits
Insulated
8
AI exposure
Safe

Dental assistants

SOC 31-9091Canada NOC 33100
Trades & HealthcareTEER 3 (College / Apprenticeship <2 yrs)
Where it sits
Insulated
8
AI exposure
Safe

Dental hygienists

SOC 29-1292Canada NOC 32111
Trades & HealthcareTEER 2 (College / Apprenticeship 2+ yrs)
Where it sits
Insulated
9
AI exposure
Safe
30 of 342 shown
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References & Methodology:
  • Microsoft Research — Working with AI (Tomlinson et al., arXiv:2507.07935): the measured AI Applicability score per occupation, from 200,000 anonymized Copilot conversations classified against O*NET work activities (github.com/microsoft/working-with-ai).
  • Anthropic Economic Index: the measured Observed AI Usage per occupation, from Anthropic's open per-SOC dataset (CC-BY, huggingface.co/datasets/Anthropic/EconomicIndex). Aggregate findings from the same research also calibrate our modelled automation estimate.
  • BCG — AI Will Reshape More Jobs Than It Replaces (April 3, 2026): aggregate reshaping rates. Used to calibrate our modelledreshaping estimate. The per-occupation percentage shown is ours, not BCG's.
  • ILO (International Labour Organization), April 17, 2026: the transformation-vs-displacement framing behind our susceptibility notes. Those notes are editorial and written per exposure band — three texts across all 342 occupations — not ILO assessments of individual occupations.
  • Felten, Raj & Seamans — AI Occupational Exposure index:the measured academic exposure percentile (github.com/AIOE-Data/AIOE) — the index underlying Statistics Canada's Canadian AI-exposure estimates (Mehdi & Morissette, 2024).
  • Statistics Canada NOC 2021 concordance:occupation codes mapped via StatCan's official SOC 2018 → NOC 2016 V1.3 → NOC 2021 V1.0 correspondence tables. TEER is the second digit of the resolved code, so it is reported only where the concordance gave a single candidate (statcan.gc.ca).
  • ESDC COPS 2024–2033: the per-occupation labour-market outlook (shortage / balance / surplus), from the Canadian Occupational Projection System open dataset (open.canada.ca).
  • Update schedule: Concordance compiled June 2026; measured telemetry fields and source provenance updated August 2026. Refreshed quarterly.
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